Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9996791 0.9898539 0.8262983
bt 0.9000444 0.6448685 0.3345145
maxnet 0.8113953 0.4866775 NA
gam 0.8288404 0.5414075 0.2579801
glm 0.7781179 0.4619417 0.1858567

Variable Importance

Partial Dependence